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  • Emergence of intelligence in next-generation manufacturing systems
    Brezočnik, Miran ; Balič, Jože
    In the paper we popose a fundamental shift from the present manufacturing concepts and problem solving approaches towards new manufacturing paradigms involving phenomena such as emergence, ... intelligence, non-determinism, complexity, self-organization, bottom-up organization, and coexistence with the ecosystem. In the first part of the paper we study the characteristics of the past and the present manufacturing concepts and the problems they caused. According to the analogy with the terms in cognitive psychilogy four types of problems occuring in complex manufacturing systems are identified. Then, appropriateness of various intellegent systems for solving of these four types of problems is analyzed. In the second part of the paper, we study two completely different problems. These two problems are: (1) identification of system in metal forming industry and (2) autonomous robot system. A genetic-based approach that imitates integration of living cells into tissues,organs and organisms is used. The paper clearly shows how the state of the stable global order (i.e. the intellegence) of the overall system gradually emerges as a result of low-level interactions among basic entities of which the system consists.
    Vir: Proceedings of the 12th International conference on flexible automation and intelligent manufacturing, July 15th - 17th, 2002, Dresden, Germany (Str. 1394-1402)
    Vrsta gradiva - prispevek na konferenci
    Leto - 2002
    Jezik - angleški
    COBISS.SI-ID - 7251734

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